A Particle Swarm Optimization approach to mixed attribute data-set classification.
Nabila NouaouriaMounir BoukadoumPublished in: SWIS (2011)
Keyphrases
- particle swarm optimization
- data sets
- pattern recognition
- benchmark data sets
- training set
- classification algorithm
- support vector
- classification accuracy
- automatic classification
- classification process
- machine learning algorithms
- training data
- pso algorithm
- pattern classification
- global optimization
- text classification
- classification method
- swarm intelligence
- cost sensitive
- classification systems
- supervised learning
- multi objective
- feature vectors
- feature space
- preprocessing
- artificial neural networks
- large scale data sets
- real world
- data mining
- machine learning
- particle swarm optimization algorithm
- decision trees
- feature extraction
- genetic programming
- classification rules
- support vector machine
- attribute values
- model selection
- database